Madhav Rao

Orcid: 0000-0003-2278-9148

According to our database1, Madhav Rao authored at least 126 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
HRM: M-Term Heterogeneous Hybrid Blend Recursive Multiplier for GF(2<sup>n</sup>) Polynomial.
IEEE Trans. Very Large Scale Integr. Syst., August, 2024

MC-QDSNN: Quantized Deep evolutionary SNN with Multi-Dendritic Compartment Neurons for Stress Detection using Physiological Signals.
CoRR, 2024

EBACA: Efficient Bfloat16-based Activation Function Implementation Using Enhanced CORDIC Architecture.
Proceedings of the 37th International Conference on VLSI Design and 23rd International Conference on Embedded Systems, 2024

OEDASA: Optimization Enabled Error-Diluted Approximate Systolic Array Design for an Image Processing Application.
Proceedings of the 37th International Conference on VLSI Design and 23rd International Conference on Embedded Systems, 2024

CosinePrism: An Unequal Error Protection Scheme for Progressive Image Transmission Over Half-Duplex Channels.
Proceedings of the International Conference on Signal Processing and Communications, 2024

Evaluating Deep Neural Network Performance on Edge Accelerators: A Roofline Model Adopted Benchmarking Approach.
Proceedings of the 37th IEEE International System-on-Chip Conference, 2024

Clustering-Based-Approach for Hardware Implementation of Activation Functions.
Proceedings of the 37th IEEE International System-on-Chip Conference, 2024

CNN factored sEMG based Limb Angle Prediction on the Edge - Advancing Model Predictive Control of Robotic Rehabilitative Systems.
Proceedings of the 11th IEEE Swiss Conference on Data Science, 2024

Hardware-Efficient ECC Processor Design using Non-Homogeneous Split Hybrid Karatsuba Multiplier.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2024

Meta-Heuristic Optimization of CNNs with Approximate Error Distributed Multipliers.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2024

MOHSKM: Meta-Heuristic Optimization Driven Hardware-Efficient Heterogeneous-Split Karatsuba Multipliers for Large-Bit Operations.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2024

HISPE: High-Speed Configurable Floating-Point Multi-Precision Processing Element.
Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

Design and Evaluation of Parametric NTT Hardware Unit using different Multiplier based Modular Reduction Techniques.
Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

Efficient Radix-4 Approximated Modified Booth Multiplier for Signal Processing and Computer Vision: A Probabilistic Design Approach.
Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

PSO Optimized Design of Error Balanced Weight Stationary Systolic Array Architecture for CNN.
Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

Performance-Aware Design of Approximate Integrated MAC Factored Systolic Array Accelerators.
Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

Roofline Performance Analysis of DNN Architectures on CPU and GPU Systems.
Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

Exploring Hardware Activation Function Design: CORDIC Architecture in Diverse Floating Formats.
Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

DESPINE: NAS generated Deep Evolutionary Adaptive Spiking Network for Low Power Edge Computing Applications.
Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

Neuromorphic Energy Efficient Stress Detection System using Spiking Neural Network.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

POCO: Hardware Characterization of Activation Functions using POSIT-CORDIC Architecture.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Deep Learning Assisted Phase Recognition in Endoscopic Third Ventriculostomy Procedures.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Real-Time Surgical Tool Classification and Characterization with Surface-EMG Signals.
Proceedings of the 16th International Conference on Computer and Automation Engineering, 2024

Braille on Mouse - Enhancing Accessibility of Digital Education for Visually Challenged.
Proceedings of the 16th International Conference on Computer and Automation Engineering, 2024

Machine Learning powered E-Nose for Liquid Food Classification.
Proceedings of the 16th International Conference on Computer and Automation Engineering, 2024

Design of a CNN Based Autonomous Sitting Posture Recognition System.
Proceedings of the 16th International Conference on Computer and Automation Engineering, 2024

Design of 6-DoF Holonomic Drive-based Upper and Lower-Limb Stroke Rehabilitation System.
Proceedings of the 10th International Conference on Automation, Robotics and Applications, 2024

GOLDS: Genetic Algorithm-based Optimization of Custom FPGA Architecture Layout Design for Secure Silicon.
Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

Energy Efficient Multi-Modal Stress Detection System with Dynamic Adaptive Spiking Neurons.
Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

Integrated MAC-based Systolic Arrays: Design and Performance Evaluation.
Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

Performance Analysis of OFA-NAS ResNet Topologies Across Diverse Hardware Compute Units.
Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

CASE: Efficient Curricular Data Pre-training for Building Assistive Psychology Expert Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Precision and Power Efficient Piece-Wise-Linear Implementation of Transcendental Functions.
Proceedings of the 27th Euromicro Conference on Digital System Design, 2024

HAHMF: Heuristic-Augmented Asymmetric Heterogeneous Splitting for Hardware Efficient Multipliers Framework.
Proceedings of the 27th Euromicro Conference on Digital System Design, 2024

Computer Assisted Phase Recognition of Micro-Neurosurgical Intraoperative Videos.
Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

Effective Limb Rehabilitation: A Cost-Efficient Holonomic Drive-Based Robotic System for Optimal Joint Mobilization.
Proceedings of the 10th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, 2024

Predictive Drug Quality Control Using Machine Learning and Big Data.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2024

PA-SIE: Pixel-Attack Methodology Factored Selective Image Encryption Scheme for Low Resource Edge Computing Systems.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2024

A Fixed-Point Pre-Processing Hardware Architecture Design for Complex Independent Component Analysis.
Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023
Correction: Trainable windows for SincNet architecture.
EURASIP J. Audio Speech Music. Process., December, 2023

Trainable windows for SincNet architecture.
EURASIP J. Audio Speech Music. Process., December, 2023

Design and Evaluation of Inexact Computation based Systolic Array for Convolution.
Proceedings of the 14th IEEE Latin America Symposium on Circuits and System, 2023

Design and evaluation of CNN hardware accelerator designs for in-seat passenger anomaly detection.
Proceedings of the 14th IEEE Latin America Symposium on Circuits and System, 2023

Design and Evaluation of M-Term Non-Homogeneous Hybrid Karatsuba Polynomial Multiplier.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2023

CWAHA: Cluster-Wise Approximation for Hardware implementation of Arithmetic functions.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2023

Design-Space Exploration of Multiplier Approximation in CNNs.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2023

FastNTT: Design and Evaluation of Modular-Reduction Based Fast NTT Design on FPGA.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2023

CellFlow: Automated Standard Cell Design Flow.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2023

HIE-DRAM: High Performance Efficient In-DRAM Computing Architecture for SIMD.
Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

eDRAM-OESP: A novel performance efficient in-embedded-DRAM-compute design for on-edge signal processing application.
Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

Design and Evaluation of multipliers for hardware accelerated on-chip EdDSA.
Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

Error Diluted Approximate Multipliers Using Positive And Negative Compressors.
Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

SQRTLIB : Library of Hardware Square Root Designs.
Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

A Novel Thermal Imaging Based Transfer-Learning Model To Estimate Blood Pressure.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Meta-Heuristic Optimization of Transistor Sizing in CMOS Digital Designs.
Proceedings of the 15th International Joint Conference on Computational Intelligence, 2023

Wearable Haptic Sensing - Enriching Accessibility of Pictorial Information for Visually Impaired.
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

Wearable Haptic Braille Device for Enhancing Classroom Learning.
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

VLUT: Design and Evaluation of Variable band LUT to realize Activation Functions.
Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

MNHOKA - PPA Efficient M-Term Non-Homogeneous Hybrid Overlap-free Karatsuba Multiplier for GF (2<sup>n</sup>) Polynomial Multiplier.
Proceedings of the 41st IEEE International Conference on Computer Design, 2023

ApproxCNN: Evaluation Of CNN With Approximated Layers Using In-Exact Multipliers.
Proceedings of the 41st IEEE International Conference on Computer Design, 2023

Introducing SSBD+ Dataset with a Convolutional Pipeline for Detecting Self-Stimulatory Behaviours in Children Using Raw Videos.
Proceedings of the IEEE International Conference on E-health Networking, 2023

Design and Evaluation of Finite Field Multipliers Using Fast XNOR Cells.
Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

EBASA: Error Balanced Approximate Systolic Array Architecture Design.
Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

IMAC: : A Pre-Multiplier And Integrated Reduction Based Multiply-And-Accumulate Unit.
Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

Guitar-For-All - A Programmable Single Touch Synthetic Guitar.
Proceedings of the IEEE Gaming, Entertainment, and Media Conference, 2023

Automated Microsurgical Tool Categorization using a Surface-Based EMG System.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

XoRehab: IoT Enabled Wheelchair based Lower Limb Rehabilitation System.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

A Novel Magnetometer Array-based wearable system for ASL gesture recognition.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

High Performance and Energy Efficient AMD and BWAD Pooling Schemes Characterised for CNN Accelerators.
Proceedings of the 26th Euromicro Conference on Digital System Design, 2023

GCells: A Graph-Search Approach to Design Custom Cells for Computational Subsystems.
Proceedings of the 26th Euromicro Conference on Digital System Design, 2023

RISC-V Core for Ethical Intelligent IoT Edge: Analysis & Design Choice.
Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023

SecureFrameNet: A rich computing capable secure framework for deploying neural network models on edge protected system.
Proceedings of the Third International Conference on AI-ML Systems, 2023

Design-Space Exploration of Systolic Array for Edge Inferencing Applications.
Proceedings of the Third International Conference on AI-ML Systems, 2023

ML-Augmented Network Packet Broker based Anomaly Detection at IIoT-Edge Egress Port.
Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2023

2022
Analysis of single channel electroencephalographic signals for visual creativity: A pilot study.
Biomed. Signal Process. Control., 2022

An event driven approximate bio-electrical model generating surface electromyography RMS features.
Proceedings of the 35th International Conference on VLSI Design and 2022 21st International Conference on Embedded Systems, 2022

An autonomous bird monitoring and food intake recording feeder system towards effective rehabilitation.
Proceedings of the IEEE International Systems Conference, 2022

A Real-Time Seizure Classification System Using Computer Vision Techniques.
Proceedings of the IEEE International Systems Conference, 2022

Design of a CNN based autonomous in-seat passenger anomaly detection system.
Proceedings of the IEEE International Systems Conference, 2022

Design and Evaluation of Performance-efficient SoC-on-FPGA for Cloud-based Healthcare Applications.
Proceedings of the IEEE Nordic Circuits and Systems Conference, NorCAS 2022, Oslo, 2022

Hardware characterization of Integer-Net based seizure detection models on FPGA.
Proceedings of the 15th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2022

Design and Evaluation of On-chip DCT accelerators based on Novel Approximate Reverse Carry Propagate Adders.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2022

Improving Digital Circuit Synthesis of Complex Functions using Binary Weighted Fitness and Variable Mutation Rate in Cartesian Genetic Programming.
Proceedings of the 14th International Joint Conference on Computational Intelligence, 2022

Electro-Mechanical Design of Sensor-Hub for Indoor Smart Irrigation: System Prototype.
Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

Accelerated Piece-Wise-Linear Implementation Of Floating-Point Power Function.
Proceedings of the 29th IEEE International Conference on Electronics, Circuits and Systems, 2022

NC-Emotions: Neuromorphic hardware accelerator design for facial emotion recognition.
Proceedings of the 29th IEEE International Conference on Electronics, Circuits and Systems, 2022

SOMALib: Library of Exact and Approximate Activation Functions for Hardware-efficient Neural Network Accelerators.
Proceedings of the IEEE 40th International Conference on Computer Design, 2022

LEAD: Logarithmic Exponent Approximate Divider For Image Quantization Application.
Proceedings of the GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6, 2022

Design and Evaluation of In-Exact Compressor based Approximate Multipliers.
Proceedings of the GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6, 2022

Evolutionary Standard Cell Synthesis of Unconventional Designs.
Proceedings of the GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6, 2022

A Novel CNN-LSTM Model Based Non-Invasive Cuff-Less Blood Pressure Estimation System.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Design of a 6-DoF Cost-effective Differential-drive based Robotic system for Upper-Limb Stroke Rehabilitation.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Automated Microsurgical Tool Segmentation and Characterization in Intra-Operative Neurosurgical Videos.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

ESAS: Exponent Series based Approximate Square Root Design.
Proceedings of the 25th Euromicro Conference on Digital System Design, 2022

Deep Learning based Automated Screening for Intracranial Hemorrhages and GRAD-CAM Visualizations on Non-Contrast Head Computed Tomography Volumes.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

An hardware accelerator design of Mobile-Net model on FPGA.
Proceedings of the Second International Conference on AI-ML Systems, 2022

2021
Binary neural network based real time emotion detection on an edge computing device to detect passenger anomaly.
Proceedings of the 34th International Conference on VLSI Design and 20th International Conference on Embedded Systems, 2021

A newton raphson method based approximate divider design for color quantization application.
Proceedings of the 18th International SoC Design Conference, 2021

Design of emotion recognition system using neuromorphic computing technique.
Proceedings of the 18th International SoC Design Conference, 2021

GenGrid: A Generalised Distributed Experimental Environmental Grid for Swarm Robotics.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Novel Approximate Multiplier Designs for Edge Detection Application.
Proceedings of the GLSVLSI '21: Great Lakes Symposium on VLSI 2021, 2021

Food Detection and Segmentation from Egocentric Camera Images.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Microsurgical Tool Detection and Characterization in Intra-operative Neurosurgical Videos.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

EEG Driven Autonomous Injection System For An Epileptic Neuroimaging Application.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Decoding Imagined Speech Using Wearable EEG Headset For a Single Subject.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Design and Analysis of Ultra-Low Power Adiabatic Computational Subsystem Based on Symmetric Stacking.
Proceedings of the 2020 24th International Symposium on VLSI Design and Test (VDAT), 2020

Electrical modeling of Copper and Mixed Carbon bundles as a composite for 3D Interconnect applications.
Proceedings of the 15th IEEE International Conference on Nano/Micro Engineered and Molecular System, 2020

Design of a real-time autonomous in-cabin sensory system to detect passenger anomaly.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Design and Implementation of a Low Power Ternary Content Addressable Memory (TCAM).
Proceedings of the International SoC Design Conference, 2020

Surface EMG signal classification for unsupervised musical keyboard learning application.
Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

Autonomous Neuro-Navigation System for Neurosurgical Robotics.
Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

Feasibility Study of using MyoBand for Learning Electronic Keyboard.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Design of a portable anthropomimetic upper limb rehabilitation device for patients suffering from neuromuscular disability.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Design of a real time portable low-cost multi-channel surface electromyography system to aid neuromuscular disorder and post stroke rehabilitation patients.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

System Design of an Automated Drilling Device for Neurosurgical Applications.
Proceedings of the 5th Asia-Pacific Conference on Intelligent Robot Systems, 2020

2019
Design and Analysis of a Minimally Invasive and ECG Controlled Ventricular Assistive Device.
Proceedings of the 32nd International Conference on VLSI Design and 18th International Conference on Embedded Systems, 2019

Delay approximation for nanomagnetic logic based combinatorial circuits.
Proceedings of the 14th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2019

Design of a tactile audio gallery for visually impaired students.
Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

Live Demonstration : A tactile audio gallery for visually impaired students.
Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

Design and development of an autonomous in-seat passenger state identification in a modern vigilance enabled public transportation system.
Proceedings of the IEEE International Conference of Vehicular Electronics and Safety, 2019

Design of a non-invasive pulse rate controlled deep vein thrombosis prophylaxis lower limb device.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Development of a Minimally Invasive Ventricular Assistive Device.
Proceedings of the 2018 IEEE SENSORS, New Delhi, India, October 28-31, 2018, 2018

2017
Electrical Modeling and Characterization of Copper/Carbon Nanotubes in Tapered through Silicon Vias.
Proceedings of the 30th International Conference on VLSI Design and 16th International Conference on Embedded Systems, 2017

2016
Analysis of Switching Energy and Delay for Magnetic Logic Devices.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2016

2015
Design of 3D Antennas for 24 GHz ISM Band Applications.
Proceedings of the 28th International Conference on VLSI Design, 2015

Design and simulation of magnetic logic device for next generation data processing.
Proceedings of the 19th International Symposium on VLSI Design and Test, 2015


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